Rake AI
Hardware-aware AI agent for firmware development
What is Rake AI? Complete Overview
Rake AI is a cutting-edge AI agent designed to revolutionize firmware development for custom hardware. Built by engineers from Tier 1 automotive OEMs, it understands PCB designs and datasheets to automate firmware creation. The tool targets hardware engineers and embedded developers, eliminating the tedious manual process of datasheet diving and firmware coding. Rake AI integrates seamlessly with existing workflows, offering features like automatic MCU detection, datasheet-aware coding, and natural language debugging. It supports popular platforms like STM32 and ESP32, making it a versatile solution for modern hardware projects.
Rake AI Interface & Screenshots
Rake AI Official screenshot of the tool interface
What Can Rake AI Do? Key Features
PCB to Code
Upload your schematic and let Rake AI detect your MCU, retrieve datasheets, and configure exact pins based on your circuit design. This eliminates hours of manual datasheet diving and pin configuration.
Firmware Assistant
Generate professional, production-ready firmware instantly through MCP integration. Specify your MCU and requirements, and Rake AI seamlessly integrates embedded development expertise into your workflow.
AI Debugging
Debug your hardware with natural language prompts. Rake AI understands context deeply and orchestrates your entire debugging workflow, from building code to flashing boards.
AI Terminal
A reimagined shell experience where you can commit changes and interact with your hardware project using natural language commands, streamlining the development process.
Auto Detection
Automatically detects your MCU and retrieves relevant datasheets, ensuring accurate and efficient firmware generation without manual intervention.
Best Rake AI Use Cases & Applications
Automotive Embedded Systems
Engineers at automotive OEMs can use Rake AI to quickly generate firmware for custom ECUs, reducing development time and ensuring compliance with hardware specifications.
IoT Device Development
IoT developers can leverage Rake AI to automate firmware creation for ESP32-based devices, speeding up prototyping and production cycles.
Industrial Control Systems
Rake AI can assist in developing firmware for industrial control systems, ensuring precise hardware integration and reducing manual coding errors.
How to Use Rake AI: Step-by-Step Guide
Upload your schematic to Rake AI. The AI will automatically detect your MCU and retrieve the necessary datasheets.
Specify your requirements through the MCP integration or natural language prompts. Rake AI will configure the exact pins based on your circuit design.
Let Rake AI generate the firmware code. The AI ensures the code is production-ready and tailored to your hardware.
Use the AI Terminal to debug and commit changes. Interact with your project using natural language commands for a seamless experience.
Flash the generated firmware to your board and deploy your project. Rake AI handles the entire workflow from start to finish.
Rake AI Pros and Cons: Honest Review
Pros
Considerations
Is Rake AI Worth It? FAQ & Reviews
Rake AI currently supports STM32, ESP32, and more. The tool is continuously updated to include additional platforms.
Rake AI uses advanced algorithms to analyze your uploaded schematic, detect the MCU, and retrieve relevant datasheets to configure pins accurately.
Yes, Rake AI is designed to generate production-ready firmware suitable for commercial use.
You can join the waitlist by visiting the Rake AI website and signing up for early access.
Yes, you can join the Rake AI Discord community to connect with other hardware engineers and get updates.